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LinkedIn Jobs Scraper with Experience

Scrapes job data and parses experience (if mentioned in description) from linkedIn from the provided URLs.

How to use?

  1. Install requirements
pip install -r requirements.txt
  1. Create a file named config.yaml, refer to the example_config.yaml. Feel free to copy the same file and use it, make sure to update your credentials.
  2. To create password credentials, go to https://myaccount.google.com/apppasswords to generate app password. Make sure to use this password in the config.yaml file.
  3. Run the file with
python jobs_with_exp_parallel.py

Example Output

role company location time link Domain scraped Experience
Associate - Projects Cognizant Bengaluru, Karnataka, India 15 hours ago https://in.linkedin.com/jobs/view/associate-projects-at-cognizant-3271094252?refId=N7I0SU%2Bi7Qb2BsvD4tqSlg%3D%3D&trackingId=uKBPSqvEJ2eeaiM2e5ZY1g%3D%3D&position=1&pageNum=0&trk=public_jobs_jserp-result_search-card DA 12-12-2022_10:31:28
Python Developer Monsoon CreditTech Greater Delhi Area 16 hours ago https://in.linkedin.com/jobs/view/python-developer-at-monsoon-credittech-3391986098?refId=N7I0SU%2Bi7Qb2BsvD4tqSlg%3D%3D&trackingId=pN9KZts%2Bi%2BLC1rhpo1M2hQ%3D%3D&position=2&pageNum=0&trk=public_jobs_jserp-result_search-card DA 12-12-2022_10:31:28
IT Cloud Engineer Clariant Mumbai Metropolitan Region 8 hours ago https://in.linkedin.com/jobs/view/it-cloud-engineer-at-clariant-3396747776?refId=N7I0SU%2Bi7Qb2BsvD4tqSlg%3D%3D&trackingId=41LOO0o0sMPQTxUF8JHkug%3D%3D&position=3&pageNum=0&trk=public_jobs_jserp-result_search-card DA 12-12-2022_10:31:28
Data Modeler Thermo Fisher Scientific India Bengaluru East, Karnataka, India 19 hours ago https://in.linkedin.com/jobs/view/data-modeler-at-thermo-fisher-scientific-india-3396498540?refId=N7I0SU%2Bi7Qb2BsvD4tqSlg%3D%3D&trackingId=eSkktgn0zIlt%2FHc8g4jAqg%3D%3D&position=4&pageNum=0&trk=public_jobs_jserp-result_search-card DA 12-12-2022_10:31:28 6+ years working experience , 2+ years of Experience